9:45 am - 10:00 am |
Dr. Sven Leyffer (SIAM President, Deputy Division Director / Senior Computational Mathematician at Argonne National Laboratory) |
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10:00 am - 11:00 am |
Michael C. Ferris (University of Wisconsin Madison) |
Tutorial I: From Complementarity to Risk-averse stochastic equilibria: models and algorithms |
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11:00 am - 12:00 pm |
Michael C. Ferris (University of Wisconsin Madison) |
Tutorial II: From Complementarity to Risk-averse stochastic equilibria: models and algorithms |
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12:00 pm - 12:30 pm |
Networking Break |
12:30 pm - 1:20 pm |
Michael C. Ferris (University of Wisconsin Madison) |
Public Lecture: Equilibrium, Energy and Environmental Systems
under Uncertainty |
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1:20 pm - 2:15 pm |
Lunch & Networking Break |
2:15 pm - 3:00 pm |
Rongjie Lai (Rensselaer Polytechnic Institute) |
Computational Methods for Mean-field Games: from conventional numerical methods
to deep generative models |
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3:00 pm - 3:15 pm |
Networking Break |
3:15 pm - 5:55 pm |
Contributed Talks |
(1) Lucas Bouck (University of Maryland) |
Numerical Approximation of a Membrane Model for Liquid Crystal Elastomers |
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(2) Guillaume Wang (´Ecole polytechnique f´ed´erale de Lausanne) |
An Exponentially Converging Particle Method for the Mixed Nash Equilibrium of
Continuous Games |
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(3) Shima Mohebbi (George Mason University) |
Cooperative Game Theory Models for Resilient Infrastructure Systems |
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4:00 pm - 4:10 pm |
Networking Break |
(4) Tina Mai (Duy Tan University at Da Nang, Vietnam (DTU) and Texas A&M University
at College Station, USA (TAMU)) |
Prediction of numerical homogenization for Richards equation using deep learning |
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(5) Ratna Khatri (U.S. Naval Research Laboratory) |
Optimal Control based deep neural networks |
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(6) Saeed Damadi (University of Maryland Baltimore County) |
Stochastic Optimization |
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4:55 pm - 5:10 pm |
Networking Break |
(7) Suhan Zhong (Texas A&M University) |
Distributionally Robust Optimization with Moment Ambiguity Sets |
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(8) Oliver Hinder (University of Pittsburgh) |
Making SGD parameter-free |
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(9) Vivak Patel (University of Wisconsin – Madison) |
Counter-examples for (stochastic) gradient descent |
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